DataPrep Report

Dataset Statistics

Number of Variables	29
Number of Rows	4943
Missing Cells	0
Missing Cells (%)	0.0%
Duplicate Rows	0
Duplicate Rows (%)	0.0%
Total Size in Memory	1.6 MB
Average Row Size in Memory	345.0 B
Variable Types	Categorical: 9 Numerical: 20

Dataset Insights

location_weighted_coordinates and location_clustered_weighted_visits have similar distributions	Similar Distribution
location_weighted_coordinates and location_clustered_weighted_users have similar distributions	Similar Distribution
location_clustered_weighted_visits and location_clustered_weighted_users have similar distributions	Similar Distribution
week is skewed	Skewed
location_avg_user_activity is skewed	Skewed
location_avg_visit_duration is skewed	Skewed
radius_users is skewed	Skewed
city_users is skewed	Skewed
city_visits is skewed	Skewed
region_visits is skewed	Skewed

state_users is skewed	Skewed
state_visits is skewed	Skewed
visits is skewed	Skewed
local_date has a high cardinality: 1050 distinct values	High Cardinality
location_id has constant length 5	Constant Length
local_date has constant length 10	Constant Length
weekday has constant length 1	Constant Length
year has constant length 4	Constant Length
location_area has constant length 11	Constant Length
postal_code_population has constant length 5	Constant Length

location_avg_visit_duration has 277 (5.6%) zeros	Zeros
visits has 357 (7.22%) zeros	Zeros

Sort by Reverse order

location_id

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	346010

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	5
Standard Deviation	0
Median	5
Minimum	5
Maximum	5

Sample

1st row	LOC_1
2nd row	LOC_2
3rd row	LOC_4
4th row	LOC_5
5th row	LOC_1

Letter

Count	14829
Lowercase Letter	0
Space Separator	0
Uppercase Letter	14829
Dash Punctuation	0
Decimal Number	4943

location_id has words of constant length

local_date

categorical

Approximate Distinct Count	1050
Approximate Unique (%)	21.2%
Missing	0
Missing (%)	0.0%
Memory Size	370725

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	10
Standard Deviation	0
Median	10
Minimum	10
Maximum	10

Sample

1st row	01/05/2019
2nd row	01/05/2019
3rd row	01/05/2019
4th row	01/05/2019
5th row	02/05/2019

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	39544

local_date contains many words: 1050 words

local_date has words of constant length

weekday

categorical

Approximate Distinct Count	7
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	326238

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	1
Standard Deviation	0
Median	1
Minimum	1
Maximum	1

Sample

1st row	4
2nd row	4
3rd row	4
4th row	4
5th row	5

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	4943

weekday has words of constant length

week

numerical

Approximate Distinct Count	53
Approximate Unique (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	27.7671
Minimum	1
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

week is skewed left (γ1 = -0.135)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	3
Q1	15
Median	29
Q3	41
95-th Percentile	50
Maximum	53
Range	52
IQR	26

Descriptive Statistics

Mean	27.7671
Standard Deviation	15.0212
Variance	225.636
Sum	137253
Skewness	-0.135
Kurtosis	-1.1337
Coefficient of Variation	0.541

week is not normally distributed (p-value 3.523340125672439e-11)

month

numerical

Approximate Distinct Count	12
Approximate Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	6.769
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

month is skewed left (γ1 = -0.1414)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	1
Q1	4
Median	7
Q3	10
95-th Percentile	12
Maximum	12
Range	11
IQR	6

Descriptive Statistics

Mean	6.769
Standard Deviation	3.4316
Variance	11.7758
Sum	33459
Skewness	-0.1414
Kurtosis	-1.1423
Coefficient of Variation	0.507

month is not normally distributed (p-value 0.002680197730811567)

year

categorical

Approximate Distinct Count	4
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	341067

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	4
Standard Deviation	0
Median	4
Minimum	4
Maximum	4

Sample

1st row	2019
2nd row	2019
3rd row	2019
4th row	2019
5th row	2019

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	19772

The top 2 categories (2020, 2021) take over 50.0%

year has words of constant length

location_area

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	375668

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	11
Standard Deviation	0
Median	11
Minimum	11
Maximum	11

Sample

1st row	9400.102576
2nd row	30392.11586
3rd row	13908.06194
4th row	5325.082761
5th row	9400.102576

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	49430

location_area has words of constant length

location_avg_user_activity

numerical

Approximate Distinct Count	1448
Approximate Unique (%)	29.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	1.5774
Minimum	0
Maximum	9.6667
Zeros	40
Zeros (%)	0.8%
Negatives	0
Negatives (%)	0.0%

location_avg_user_activity is skewed right (γ1 = 4.7411)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	1
Q1	1.3333
Median	1.5476
Q3	1.7417
95-th Percentile	2.1507
Maximum	9.6667
Range	9.6667
IQR	0.4083

Descriptive Statistics

Mean	1.5774
Standard Deviation	0.4984
Variance	0.2484
Sum	7797.2163
Skewness	4.7411
Kurtosis	53.4071
Coefficient of Variation	0.316

location_avg_user_activity is not normally distributed (p-value 2.194934467742594e-12)

location_avg_user_activity has 190 outliers

location_avg_visit_duration

numerical

Approximate Distinct Count	4656
Approximate Unique (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	3.5082
Minimum	0
Maximum	165.2479
Zeros	277
Zeros (%)	5.6%
Negatives	0
Negatives (%)	0.0%

location_avg_visit_duration is skewed right (γ1 = 8.4056)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0.7027
Median	1.64
Q3	3.1238
95-th Percentile	11.0897
Maximum	165.2479
Range	165.2479
IQR	2.4212

Descriptive Statistics

Mean	3.5082
Standard Deviation	8.6074
Variance	74.0874
Sum	17341.0223
Skewness	8.4056
Kurtosis	94.0359
Coefficient of Variation	2.4535

location_avg_visit_duration is not normally distributed (p-value 2.387897653690714e-24)

location_avg_visit_duration has 462 outliers

location_weighted_coordinates

numerical

Approximate Distinct Count	146
Approximate Unique (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	40.2248
Minimum	0
Maximum	177
Zeros	40
Zeros (%)	0.8%
Negatives	0
Negatives (%)	0.0%

location_weighted_coordinates is skewed right (γ1 = 0.7703)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	3
Q1	16
Median	36
Q3	59
95-th Percentile	93
Maximum	177
Range	177
IQR	43

Descriptive Statistics

Mean	40.2248
Standard Deviation	28.8371
Variance	831.5806
Sum	198831
Skewness	0.7703
Kurtosis	0.2712
Coefficient of Variation	0.7169

location_weighted_coordinates has 46 outliers

location_clustered_weighted_visits

numerical

Approximate Distinct Count	151
Approximate Unique (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	41.3087
Minimum	0
Maximum	195
Zeros	40
Zeros (%)	0.8%
Negatives	0
Negatives (%)	0.0%

location_clustered_weighted_visits is skewed right (γ1 = 0.7829)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	3
Q1	17
Median	37
Q3	60
95-th Percentile	95
Maximum	195
Range	195
IQR	43

Descriptive Statistics

Mean	41.3087
Standard Deviation	29.5778
Variance	874.8452
Sum	204189
Skewness	0.7829
Kurtosis	0.3683
Coefficient of Variation	0.716

location_clustered_weighted_visits is not normally distributed (p-value 0.0038770713583093828)

location_clustered_weighted_visits has 51 outliers

location_clustered_weighted_users

numerical

Approximate Distinct Count	151
Approximate Unique (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	41.3087
Minimum	0
Maximum	195
Zeros	40
Zeros (%)	0.8%
Negatives	0
Negatives (%)	0.0%

location_clustered_weighted_users is skewed right (γ1 = 0.7829)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	3
Q1	17
Median	37
Q3	60
95-th Percentile	95
Maximum	195
Range	195
IQR	43

Descriptive Statistics

Mean	41.3087
Standard Deviation	29.5778
Variance	874.8452
Sum	204189
Skewness	0.7829
Kurtosis	0.3683
Coefficient of Variation	0.716

location_clustered_weighted_users is not normally distributed (p-value 0.0038770713583093828)

location_clustered_weighted_users has 51 outliers

radius_avg_user_activity

numerical

Approximate Distinct Count	4687
Approximate Unique (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	2.5686
Minimum	1.5407
Maximum	4.8193
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

radius_avg_user_activity is skewed right (γ1 = 1.2161)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1.5407
5-th Percentile	2.0375
Q1	2.2812
Median	2.4629
Q3	2.7768
95-th Percentile	3.4169
Maximum	4.8193
Range	3.2786
IQR	0.4956

Descriptive Statistics

Mean	2.5686
Standard Deviation	0.43
Variance	0.1849
Sum	12696.6121
Skewness	1.2161
Kurtosis	1.9862
Coefficient of Variation	0.1674

radius_avg_user_activity is not normally distributed (p-value 0.00010815003231344916)

radius_avg_user_activity has 180 outliers

radius_users

numerical

Approximate Distinct Count	1030
Approximate Unique (%)	20.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	452.4772
Minimum	51
Maximum	5774
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

radius_users is skewed right (γ1 = 3.5424)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	51
5-th Percentile	132
Q1	251
Median	387
Q3	589
95-th Percentile	914.8
Maximum	5774
Range	5723
IQR	338

Descriptive Statistics

Mean	452.4772
Standard Deviation	301.13
Variance	90679.307
Sum	2.2366e+06
Skewness	3.5424
Kurtosis	37.7865
Coefficient of Variation	0.6655

radius_users is not normally distributed (p-value 1.55781136800835e-10)

radius_users has 149 outliers

radius_visits

numerical

Approximate Distinct Count	3339
Approximate Unique (%)	67.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	3483.3771
Minimum	367
Maximum	18293
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

radius_visits is skewed right (γ1 = 1.6227)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	367
5-th Percentile	1188
Q1	2084
Median	3009
Q3	4404.5
95-th Percentile	7353.9
Maximum	18293
Range	17926
IQR	2320.5

Descriptive Statistics

Mean	3483.3771
Standard Deviation	1997.3724
Variance	3.9895e+06
Sum	1.7218e+07
Skewness	1.6227
Kurtosis	4.7556
Coefficient of Variation	0.5734

radius_visits is not normally distributed (p-value 0.00015837044016872028)

radius_visits has 183 outliers

postal_code_area

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	373631

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	10.5879
Standard Deviation	0.4923
Median	11
Minimum	10
Maximum	11

Sample

1st row	11306634.8
2nd row	2303913.86
3rd row	6436573.692
4th row	1792559.365
5th row	11306634.8

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	47393

postal_code_population

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	346010

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	5
Standard Deviation	0
Median	5
Minimum	5
Maximum	5

Sample

1st row	24234
2nd row	18908
3rd row	18701
4th row	32718
5th row	24234

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	24715

postal_code_population has words of constant length

postal_code_users

numerical

Approximate Distinct Count	1838
Approximate Unique (%)	37.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	1079.3397
Minimum	189
Maximum	6849
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

postal_code_users is skewed right (γ1 = 1.78)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	189
5-th Percentile	349
Q1	674
Median	944
Q3	1351
95-th Percentile	2182.9
Maximum	6849
Range	6660
IQR	677

Descriptive Statistics

Mean	1079.3397
Standard Deviation	612.6532
Variance	375343.9738
Sum	5.3352e+06
Skewness	1.78
Kurtosis	6.4842
Coefficient of Variation	0.5676

postal_code_users is not normally distributed (p-value 4.912780819025516e-06)

postal_code_users has 161 outliers

postal_code_visits

numerical

Approximate Distinct Count	4212
Approximate Unique (%)	85.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	10445.4311
Minimum	1763
Maximum	39041
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

postal_code_visits is skewed right (γ1 = 1.3777)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1763
5-th Percentile	4286.1
Q1	6561
Median	9018
Q3	13435
95-th Percentile	19959.6
Maximum	39041
Range	37278
IQR	6874

Descriptive Statistics

Mean	10445.4311
Standard Deviation	5388.9529
Variance	2.9041e+07
Sum	5.1632e+07
Skewness	1.3777
Kurtosis	2.6098
Coefficient of Variation	0.5159

postal_code_visits is not normally distributed (p-value 0.000677452787988936)

postal_code_visits has 122 outliers

city_area

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	377753

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	11.4218
Standard Deviation	0.4939
Median	11
Minimum	11
Maximum	12

Sample

1st row	185467436.7
2nd row	760355511.7
3rd row	1947728228.0
4th row	2394785746.0
5th row	185467436.7

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	51515

city_population

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	350394

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	5.8869
Standard Deviation	1.1298
Median	6
Minimum	4
Maximum	7

Sample

1st row	96364
2nd row	503235
3rd row	1781570
4th row	3443746
5th row	96364

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	29099

city_users

numerical

Approximate Distinct Count	4654
Approximate Unique (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	37700.2778
Minimum	1053
Maximum	214989
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

city_users is skewed right (γ1 = 1.2408)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1053
5-th Percentile	2647.9
Q1	6727
Median	20161
Q3	59734
95-th Percentile	116798.6
Maximum	214989
Range	213936
IQR	53007

Descriptive Statistics

Mean	37700.2778
Standard Deviation	40006.3137
Variance	1.6005e+09
Sum	1.8635e+08
Skewness	1.2408
Kurtosis	0.7829
Coefficient of Variation	1.0612

city_users is not normally distributed (p-value 3.0027429271206037e-16)

city_users has 116 outliers

city_visits

numerical

Approximate Distinct Count	4927
Approximate Unique (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	652146.2628
Minimum	19893
Maximum	4212472
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

city_visits is skewed right (γ1 = 1.4198)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	19893
5-th Percentile	32837.7
Q1	91629.5
Median	276476
Q3	1.0814e+06
95-th Percentile	2.0177e+06
Maximum	4212472
Range	4192579
IQR	989803

Descriptive Statistics

Mean	652146.2628
Standard Deviation	725273.7187
Variance	5.2602e+11
Sum	3.2236e+09
Skewness	1.4198
Kurtosis	1.766
Coefficient of Variation	1.1121

city_visits is not normally distributed (p-value 6.350826126638838e-19)

city_visits has 135 outliers

region_visits

numerical

Approximate Distinct Count	4921
Approximate Unique (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	668367.2173
Minimum	59114
Maximum	4212472
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

region_visits is skewed right (γ1 = 1.5072)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	59114
5-th Percentile	89446.7
Q1	138973
Median	280930
Q3	1.0674e+06
95-th Percentile	2.0177e+06
Maximum	4212472
Range	4153358
IQR	928460

Descriptive Statistics

Mean	668367.2173
Standard Deviation	707049.3006
Variance	4.9992e+11
Sum	3.3037e+09
Skewness	1.5072
Kurtosis	2.0648
Coefficient of Variation	1.0579

region_visits is not normally distributed (p-value 1.4983565719025842e-17)

region_visits has 148 outliers

state_users

numerical

Approximate Distinct Count	4087
Approximate Unique (%)	82.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	224878.2606
Minimum	16319
Maximum	889183
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

state_users is skewed right (γ1 = 1.1077)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	16319
5-th Percentile	34058.9
Q1	62544.5
Median	121827
Q3	383178
95-th Percentile	614864.2
Maximum	889183
Range	872864
IQR	320633.5

Descriptive Statistics

Mean	224878.2606
Standard Deviation	210777.6774
Variance	4.4427e+10
Sum	1.1116e+09
Skewness	1.1077
Kurtosis	-0.01503
Coefficient of Variation	0.9373

state_users is not normally distributed (p-value 4.034403678544852e-09)

state_users has 4 outliers

state_visits

numerical

Approximate Distinct Count	4122
Approximate Unique (%)	83.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	4.0557e+06
Minimum	368651
Maximum	17494389
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

state_visits is skewed right (γ1 = 1.1023)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	368651
5-th Percentile	665735.8
Q1	1.2485e+06
Median	1.9165e+06
Q3	6.8094e+06
95-th Percentile	1.1388e+07
Maximum	17494389
Range	17125738
IQR	5.5609e+06

Descriptive Statistics

Mean	4.0557e+06
Standard Deviation	3.7391e+06
Variance	1.3981e+13
Sum	2.0047e+10
Skewness	1.1023
Kurtosis	0.2868
Coefficient of Variation	0.9219

state_visits is not normally distributed (p-value 5.6795902301517014e-11)

state_visits has 42 outliers

country_users

numerical

Approximate Distinct Count	1050
Approximate Unique (%)	21.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	1.9884e+06
Minimum	706285
Maximum	3842749
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

country_users is skewed left (γ1 = -0.0816)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	706285
5-th Percentile	887448.7
Q1	1.2194e+06
Median	2.1135e+06
Q3	2.4631e+06
95-th Percentile	3.1445e+06
Maximum	3842749
Range	3136464
IQR	1.2437e+06

Descriptive Statistics

Mean	1.9884e+06
Standard Deviation	713071.6555
Variance	5.0847e+11
Sum	9.8285e+09
Skewness	-0.08159
Kurtosis	-0.9433
Coefficient of Variation	0.3586

country_users is not normally distributed (p-value 0.004207110876084171)

country_visits

numerical

Approximate Distinct Count	1050
Approximate Unique (%)	21.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	3.8836e+07
Minimum	18643757
Maximum	77713496
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

country_visits is skewed right (γ1 = 1.0578)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	18643757
5-th Percentile	2.5399e+07
Q1	2.989e+07
Median	3.5681e+07
Q3	4.438e+07
95-th Percentile	6.5393e+07
Maximum	77713496
Range	59069739
IQR	1.449e+07

Descriptive Statistics

Mean	3.8836e+07
Standard Deviation	1.21e+07
Variance	1.4642e+14
Sum	1.9197e+11
Skewness	1.0578
Kurtosis	0.3984
Coefficient of Variation	0.3116

country_visits is not normally distributed (p-value 3.083656902295589e-05)

country_visits has 224 outliers

visits

numerical

Approximate Distinct Count	4001
Approximate Unique (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	79088
Mean	14149.7726
Minimum	0
Maximum	73641
Zeros	357
Zeros (%)	7.2%
Negatives	0
Negatives (%)	0.0%

visits is skewed right (γ1 = 1.0319)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	10119.5
Median	13637
Q3	17351.5
95-th Percentile	32087.5
Maximum	73641
Range	73641
IQR	7232

Descriptive Statistics

Mean	14149.7726
Standard Deviation	9195.3355
Variance	8.4554e+07
Sum	6.9942e+07
Skewness	1.0319
Kurtosis	2.7388
Coefficient of Variation	0.6499

visits is not normally distributed (p-value 4.427882750910916e-07)

visits has 372 outliers

Overview

Dataset Statistics

Dataset Insights

Variables

location_id

Length

Sample

Letter

local_date

Length

Sample

Letter

weekday

Length

Sample

Letter

week

Quantile Statistics

Descriptive Statistics

month

Quantile Statistics

Descriptive Statistics

year

Length

Sample

Letter

location_area

Length

Sample

Letter

location_avg_user_activity

Quantile Statistics

Descriptive Statistics

location_avg_visit_duration

Quantile Statistics

Descriptive Statistics

location_weighted_coordinates

Quantile Statistics

Descriptive Statistics

location_clustered_weighted_visits

Quantile Statistics

Descriptive Statistics

location_clustered_weighted_users

Quantile Statistics

Descriptive Statistics

radius_avg_user_activity

Quantile Statistics

Descriptive Statistics

radius_users

Quantile Statistics

Descriptive Statistics

radius_visits

Quantile Statistics

Descriptive Statistics

postal_code_area

Length

Sample

Letter

postal_code_population

Length

Sample

Letter

postal_code_users

Quantile Statistics

Descriptive Statistics

postal_code_visits

Quantile Statistics

Descriptive Statistics

city_area

Length

Sample

Letter

city_population

Length

Sample

Letter

city_users

Quantile Statistics

Descriptive Statistics

city_visits